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Systems for tracking interaction history and managing context for intelligent agents.
Distinguishing note: Focuses on stateful management of conversational flows, distinct from simple chat logging.
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CopilotKit is an agentic framework designed to integrate large language models into application frontends, enabling natural language control over software features and data. It provides the infrastructure to build intelligent assistants that manage conversation history, track application state, and execute complex workflows through conversational prompts. The framework distinguishes itself by its ability to render dynamic, interactive user interface components in real time based on model outputs. By utilizing a standardized communication protocol, it maps natural language intents to executabl
Tracks conversation history and processes tool requests to maintain stateful flows between users and agents.